Adaptive-structure-learning

Verifying the adaptive structure learning models

Verify the robustness of the three types of RBM.

  1. Adaptive RBM
  2. Generative RBM
  3. Annihilative RBM A simple benchmark that is trained with MNIST.

Usage

Clone git.

$ git clone https://github.com/Koko-zep/Adaptive-structure-learning.git
$ cd Adaptive-structure-learning

Select your model and move to the directory.

$ cd ARBM

Train the model and output the results.

$ python ARBM_Classification.py

Adaptive Structure Learning

AnnGeneN

Models

Restricted Boltzmann Machine

RBMs

Adaptive RBM

Ada

Generative RBM / Annihilative RBM

AnnGene